Uncertain data envelopment analysis. ([2014])

• Record Type: Book
• Further Information: Note: Meilin Wen.
• Authors: Wen, Meilin
• Contents: Preface; Uncertain Theories; Introduction to DEA; Stochastic DEA; Fuzzy DEA; Uncertain DEA; Hybrid DEA; Purpose; Acknowledgment; Contents; 1 Uncertain Theories; 1.1 Probability Theory; 1.1.1 Probability Measure; 1.1.2 Random Variable; 1.1.3 Operational Law; 1.1.4 Expected Value; 1.2 Credibility Theory; 1.2.1 Credibility Measure; 1.2.2 Fuzzy Variable; 1.2.3 Expected Value; 1.3 Uncertainty Theory; 1.3.1 Uncertain Measure; 1.3.2 Uncertain Variable; 1.3.3 Operational Law; 1.3.4 Expected Value; 1.4 Chance Theory; 1.4.1 Uncertain Random Variable; 1.4.2 Uncertain Random Measure. 1.4.3 Operational Law1.4.4 Expected Value; References; 2 Introduction to DEA; 2.1 Symbols and Notations; 2.2 CCR Model; 2.3 BCC Model; 2.4 Additive Model; 2.5 SBM Model; 2.6 Russell Measure Model; References; 3 Stochastic DEA ; 3.1 Symbols and Notations; 3.2 Stochastic DEA Models; 3.2.1 Marginal Chance-Constrained Models; 3.2.2 Satisfying DEA Models; 3.3 Stochastic DEA Ranking Criteria; 3.3.1 Expected Ranking Criterion; 3.3.2 Optimistic Ranking Criterion; 3.3.3 Maximal Chance Ranking Criterion; 3.3.4 Hurwicz Ranking Criterion; References; 4 Fuzzy DEA ; 4.1 Symbols and Notations. 4.2 Fuzzy DEA Models4.3 Sensitivity and Stability; 4.4 Fuzzy DEA Ranking Criteria; 4.4.1 Expected Ranking Criterion; 4.4.2 Optimistic Ranking Criterion; 4.4.3 Maximal Chance Ranking Criterion; 4.4.4 Hurwicz Ranking Criterion; 4.4.5 Numerical Examples; 4.5 Fuzzy Congestion; 4.5.1 Congestion in DEA; 4.5.2 Fuzzy Congestion; 4.5.3 A Numerical Example; 4.6 Hybrid Intelligent Algorithm; 4.6.1 Fuzzy Simulations; 4.6.2 Genetic Algorithm; 4.6.3 Hybrid Intelligent Algorithm; References; 5 Uncertain DEA ; 5.1 Symbols and Notations; 5.2 Uncertain DEA Models; 5.3 Sensitivity and Stability. 5.4 Uncertain DEA Ranking Criteria5.4.1 Expected Ranking Criterion; 5.4.2 Optimistic Ranking Criterion; 5.4.3 Maximal Chance Ranking Criterion; 5.4.4 Hurwicz Ranking Criterion; 5.5 Uncertain Congestion; References; 6 Hybrid DEA ; 6.1 Symbols and Notations; 6.2 Hybrid DEA Models; 6.3 Hybrid DEA Ranking Criteria; 6.3.1 Expected Ranking Criterion; 6.3.2 Optimistic Ranking Criterion; 6.3.3 Maximal Chance Ranking Criterion; 6.3.4 Hurwicz Ranking Criterion; 6.4 Hybrid Congestion; References; List of Frequently Used Symbols.
• Publisher Details: Berlin : Springer
• Publication Date: 2014
• Copyright Date: 2015
• Extent: 1 online resource (xi, 149 pages), illustrations
• Subjects: 519.72; Data envelopment analysis; MATHEMATICS -- Applied; MATHEMATICS -- Probability & Statistics -- General; Data envelopment analysis; Electronic books
• Languages: English
• ISBNs: 9783662438022; 3662438011; 9783662438015
• Related ISBNs: 366243802X; 9783662438015
• Notes: Note: Includes bibliographical references.; Note: Online resource; title from PDF title page (SpringerLink, viewed August 6, 2014).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.